He stared at the blank screen, the cursor blinking accusingly. The deadline loomed, a monstrous shadow in the corner of his mind. Thomas, the man who always made writing feel effortless, had vanished. His office was stripped bare, the only evidence of his existence a single, dusty coffee mug. A strange pressure built behind his eyes, a feeling like his skull was too small for his brain.

He slammed his fist on the desk. The sound echoed in the empty room. He had a million ideas, a thousand drafts, and a single, crippling sense of inadequacy. He felt a tremor in his hands as he opened his email for the tenth time that morning, hoping for a message, any message. Nothing.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264